Starting 2020 [26 publications]

2021

Conference Articles

  1. Cross-Modal Music-Video Recommendation: A Study of Design Choices
    Laure Prétet, Gaël Richard, Geoffroy Peeters
    2021 International Joint Conference on Neural Networks (IJCNN 2021), Shenzhen, China, July 2021. Accepted.
  2. NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF
    Giorgia Cantisani, Slim Essid, Gael Richard
    ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Toronto, Canada, June 2021. Accepted.
  3. Distributed speech separation in spatially unconstrained microphone arrays
    Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
    ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Toronto, Canada, June 2021. Accepted.
  4. Self-Supervised VQ-VAE For One-Shot Music Style Transfer
    Ondřej Cífka, Alexey Ozerov, Umut Simsekli, Gael Richard
    2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, Canada, June 2021. Accepted.

Unpublished

  1. User-guided one-shot deep model adaptation for music source separation
    Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gaël Richard
    May 2021. working paper or preprint.

2020

Unpublished

  1. DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays
    Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
    November 2020. Submitted to TASLP.

Conference Articles

  1. SHOULD WE CONSIDER THE USERS IN CONTEXTUAL MUSIC AUTO-TAGGING MODELS?
    Karim M Ibrahim, Elena V Epure, Geoffroy Peeters, Gael Richard
    21st International Society for Music Information Retrieval Conference, Montreal, Canada, October 2020.
  2. MULTILINGUAL LYRICS-TO-AUDIO ALIGNMENT
    Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence D'alché-Buc
    International Society for Music Information Retrieval Conference (ISMIR), Montreal, Canada, October 2020.
  3. EVALUATION OF A STOCHASTIC REVERBERATION MODEL BASED ON THE IMAGE SOURCE PRINCIPLE
    Achille Aknin, Théophile Dupré, Roland Badeau
    International Conference on Digital Audio Effects, Vienne, Austria, September 2020.
  4. Confidence-based Weighted Loss for Multi-label Classification with Missing Labels
    Karim M Ibrahim, Elena Epure, Geoffroy Peeters, Gael Richard
    The 2020 International Conference on Multimedia Retrieval (ICMR ’20), Dublin, Ireland, June 2020.
  5. DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays
    Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
    ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, May 2020. Submitted to ICASSP2020.
  6. Speech Intelligibility Enhancement by Equalization for in-Car Applications
    Enguerrand Gentet, Bertrand David, Sebastien DENJEAN, Gael Richard, Vincent Roussarie
    ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, France, May 2020.
  7. Neutral to Lombard Speech Conversion with Deep Learning
    Enguerrand Gentet, Bertrand David, Sebastien DENJEAN, Gael Richard, Vincent Roussarie
    ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, France, May 2020.
  8. AUDIO-BASED AUTO-TAGGING WITH CONTEXTUAL TAGS FOR MUSIC
    Karim M Ibrahim, Jimena Royo-Letelier, Elena V. Epure, Geoffroy Peeters, Gael Richard
    International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
  9. Approximate Bayesian computation with the sliced-Wasserstein distance
    Kimia Nadjahi, Valentin De Bortoli, Alain Durmus, Roland Badeau, Umut Şimşekli
    45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, May 2020.
  10. Laplace state space filter with exact inference and moment matching
    Julian Neri, Philippe Depalle, Roland Badeau
    45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, May 2020.
  11. Probabilistic filter and smoother for variational inference of Bayesian linear dynamical systems
    Julian Neri, Roland Badeau, Philippe Depalle
    45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, May 2020.
  12. LEARNING TO RANK MUSIC TRACKS USING TRIPLET LOSS
    Laure Prétet, Gael Richard, Geoffroy Peeters
    ICASSP, Barcelona, Spain, May 2020.
  13. Joint phoneme alignment and text-informed speech separation on highly corrupted speech
    Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau
    45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), Barcelona, Spain, May 2020.
  14. Audio-Based Detection of Explicit Content in Music
    Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence d’Alché-Buc
    ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, France, May 2020.
  15. The POTUS Corpus, a database of weekly addresses for the study of stance in politics and virtual agents
    thomas janssoone, Kevin Bailly, Gael Richard, Chloé Clavel
    Conference on Language Resources and Evaluation (LREC 2020), Marseille, France, 2020.
  16. Comparing Representations for Audio Synthesis Using Generative Adversarial Networks
    Gaël Richard
    European Signal Processing Conference, Amsterdam, Netherlands, 2020.
  17. Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization
    Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Kazuyoshi Yoshii
    Proc. Interspeech 2020, 2020.

Journal Articles

  1. Separation of Alpha-Stable Random Vectors
    Mathieu Fontaine, Roland Badeau, Antoine Liutkus
    Signal Processing, January 2020.
  2. Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data
    Ondřej Cífka, Umut Şimşekli, Gael Richard
    IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020.
  3. Separation of alpha-stable random vectors
    Mathieu Fontaine, Roland Badeau, Antoine Liutkus
    Signal Processing, 2020. Publisher: Elsevier.

2015 - 2019 [99 publications]

2019

Conference Articles

  1. Generalized Sliced Wasserstein Distances
    Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Roland Badeau, Gustavo K.
    NeurIPS 2019, Vancouver, Canada, December 2019.
  2. Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance
    Kimia Nadjahi, Alain Durmus, Umut Simsekli, Roland Badeau
    NeurIPS 2019, Vancouver, Canada, December 2019.
  3. First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise
    Thanh Huy Nguyen, Umut Simsekli, Mert Gürbüzbalaban, Gael Richard
    33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, December 2019.
  4. Supervised Symbolic Music Style Translation Using Synthetic Data
    Ondřej Cífka, Umut Şimşekli, Gael Richard
    20th International Society for Music Information Retrieval Conference (ISMIR), Delft, Netherlands, November 2019.
  5. TRACKING BEATS AND MICROTIMING IN AFRO-LATIN AMERICAN MUSIC USING CONDITIONAL RANDOM FIELDS AND DEEP LEARNING
    Magdalena Fuentes, Lucas S Maia, Martín Rocamora, Luiz W P Biscainho, Hélène C Crayencour, Slim Essid, Juan P. Bello
    ISMIR, Delft, Netherlands, November 2019.
  6. From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining
    Alexandre Garcia, Pierre Colombo, Slim Essid, Florence d’Alché-Buc, Chloe Clavel
    2019 Conference on Empirical Methods in Natural Language Processing, Hong-Kong, China, November 2019.
  7. SAMBASET: A DATASET OF HISTORICAL SAMBA DE ENREDO RECORDINGS FOR COMPUTATIONAL MUSIC ANALYSIS
    Lucas S Maia, Magdalena Fuentes, Luiz W P Biscainho, Martín Rocamora, Slim Essid
    The 20th International Society for Music Information Retrieval Conference, Delft, Netherlands, November 2019.
  8. CONDITIONED-U-NET: INTRODUCING A CONTROL MECHANISM IN THE U-NET FOR MULTIPLE SOURCE SEPARATIONS
    Gabriel Meseguer-Brocal, Geoffroy Peeters
    Proceedings of the 20th International Society for Music Information Retrieval Conference, Delft, Netherlands, November 2019.
  9. EEG-BASED DECODING OF AUDITORY ATTENTION TO A TARGET INSTRUMENT IN POLYPHONIC MUSIC
    giorgia cantisani, Slim Essid, Gael Richard
    2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, United States, October 2019. Accepted for publication at WASPAA 2019.
  10. IDENTIFY, LOCATE AND SEPARATE: AUDIO-VISUAL OBJECT EXTRACTION IN LARGEVIDEO COLLECTIONS USING WEAK SUPERVISION
    Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Duong, Patrick Pérez, Gael Richard
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, United States, October 2019.
  11. Weakly informed audio source separation
    Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau
    WASPAA, New Paltz, New York, United States, October 2019.
  12. MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic music
    giorgia cantisani, Gabriel Trégoat, Slim Essid, Gael Richard
    Speech, Music and Mind (SMM), Satellite Workshop of Interspeech 2019, Vienna, Austria, September 2019.
  13. Cauchy Multichannel Speech Enhancement with a Deep Speech Prior
    Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus
    EUSIPCO 2019 - 27th European Signal Processing Conference, Coruña, Spain, September 2019.
  14. Lower Bound on Frequency Validity of Energy-Stress Tensor Based Diffuse Sound Field Model
    Aidan Meacham, Roland Badeau, Jean-Dominique Polack
    ICA 2019, Aachen, Germany, September 2019.
  15. Factorisation Matricielle Semi Non-Négative: Applicationà la Décomposition de Consommations Electriques
    Simon Henriet, Umut Simsekli, Sérgio F. Santos, Benoît Fuentes, Gael Richard
    Colloque francophonede traitement du signal et des images (GRETSI), Lille, France, August 2019.
  16. Generalized formulation of acoustics
    Jean-Dominique Polack, Aidan Meacham, Roland Badeau
    Congrès Français de Mécanique, Brest, France, August 2019.
  17. Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization
    Thanh Huy Nguyen, Umut Şimşekli, Gael Richard
    International Conference on Machine Learning (ICML), Long Beach, United States, June 2019.
  18. A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning
    Magdalena Fuentes, Brian Mcfee, Helene-Camille Crayencour, Slim Essid, Juan P. Bello
    ICASSP, Brighton, United Kingdom, May 2019.
  19. Singing Voice Separation: A Study on Training Data
    Laure Prétet, Romain Hennequin, Jimena Royo-Letelier, Andrea Vaglio
    ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, May 2019.
  20. mirdata: Software for Reproducible Usage of Datasets
    R. M. Bittner, M. Fuentes, D. Rubinstein, A. Jansson, K. Choi, T. Kell
    20th International Society for Music Information Retrieval Conference, 2019.

Journal Articles

  1. Weakly Supervised Representation Learning for Audio-Visual Scene Analysis
    Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gael Richard
    IEEE/ACM Transactions on Audio, Speech and Language Processing, December 2019.
  2. Independent-Variation Matrix Factorization With Application to Energy Disaggregation
    Simon Henriet, Umut Simsekli, Sérgio F. Santos, Benoît Fuentes, Gael Richard
    IEEE Signal Processing Letters, November 2019.
  3. Common mathematical framework for stochastic reverberation models
    Roland Badeau
    Journal of the Acoustical Society of America, April 2019.
  4. De Fourier à la reconnaissance musicale
    Gael Richard, Sebastien Fenet, Yves Grenier
    Interstices, February 2019.
  5. Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction
    Atef Ben Youssef, Chloé Clavel, Slim Essid
    IEEE Transactions on Affective Computing , January 2019.
  6. On-the-fly Detection of User Engagement Decrease in Spontaneous Human-Robot Interaction
    Atef Ben Youssef, Giovanna Varni, Slim Essid, Chloé Clavel
    International Journal of Social Robotics, January 2019.
  7. Audiovisual Analysis of Music Performances: Overview of an Emerging Field
    Zhiyao Duan, Slim Essid, Cynthia Liem, Gael Richard, Gaurav Sharma
    IEEE Signal Processing magazine, January 2019.

Technical Reports

  1. Stochastic reverberation model for uniform and non-diffuse acoustic fields
    Roland Badeau
    April 2019.
  2. General stochastic reverberation model
    Roland Badeau
    February 2019.

Theses

  1. Processus alpha-stables pour le traitement du signal
    Mathieu Fontaine
    2019.

2018

patent

  1. Procédé de traitement d’un signal audio et dispositif électronique correspondant, produit-programme lisible par ordinateur non transitoire et support d’informations lisible par ordinateur
    Sanjeel Parekh, Alexey Ozerov, Quang-Khanh-Ngoc Duong, Gael Richard, Slim Essid, Patrick Pérez
    France, October 2018.
  2. Procédé de classification et de localisation d’événements audiovisuels et appareil correspondant, produit-programme lisible par ordinateur et support d’informations lisible par ordinateur
    Quang-Khanh-Ngoc Duong, Alexey Ozerov, Sanjeel Parekh, Slim Essid, Gael Richard, Patrick Pérez
    France, March 2018.

Conference Articles

  1. Unified Stochastic Reverberation Modeling
    Roland Badeau
    26th European Signal Processing Conference (EUSIPCO), Rome, Italy, September 2018.
  2. MAIN MELODY EXTRACTION WITH SOURCE-FILTER NMF AND CRNN
    Dogac Basaran, Slim Essid, Geoffroy Peeters
    19th International Society for Music Information Retreival, Paris, France, September 2018.
  3. ANALYSIS OF COMMON DESIGN CHOICES IN DEEP LEARNING SYSTEMS FOR DOWNBEAT TRACKING
    Magdalena Fuentes, Brian Mcfee, Hélène C Crayencour, Slim Essid, Juan P Bello
    The 19th International Society for Music Information Retrieval Conference, Paris, France, September 2018.
  4. Multi-task Feature Learning for EEG-based Emotion Recognition Using Group Nonnegative Matrix Factorization
    Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid
    2018 26th European Signal Processing Conference (EUSIPCO), Rome, France, September 2018.
  5. Non-linear auto-regressive models for cross-frequency coupling in neural time series
    Tom Dupré La Tour, Lucile Tallot, Laeticia Grabot, Valérie Doyère, Virginie Van Wassenhove, Yves Grenier, Alexandre Gramfort
    BIOMAG, Philadelphia, USA, August 2018.
  6. Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition
    Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, Roland Badeau
    LVA/ICA: Latent Variable Analysis and Signal Separation, Surrey, United Kingdom, July 2018.
  7. Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields
    Valentin Barriere, Chloe Clavel, Slim Essid
    ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, April 2018.
  8. Driver estimation in non-linear autoregressive models
    Tom Tour, Yves Grenier, Alexandre Gramfort
    43nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Calgary, Canada, April 2018.
  9. Optimisation d’un critère d’Intelligibilité de la Parole dans un Contexte Bruité Automobile
    Enguerrand Gentet, Bertrand David, Sébastien Denjean, Gael Richard, Vincent Roussarie
    CFA 2018, Le Havre, France, April 2018.
  10. Alpha-stable low-rank plus residual decomposition for speech enhancement
    Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gael Richard
    ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, April 2018.
  11. Energy Disaggregation for Commercial Buildings: A Statistical Analysis
    Simon Henriet, Umut Simsekli, Gael Richard, Benoît Fuentes
    ”, International Workshop on Non-Intrusive Load Monitoring (NILM2018), Austin, Tx, United States, March 2018.
  12. Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events
    Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q K Duong, Patrick Pérez, Gael Richard
    CVPR Workshop, Salt Lake city, United States, 2018.
  13. A Novel Database of Brazilian Rhythmic Instruments and Some Experiments in Computational Rhythm Analysis
    L.S. Maia, P. D. Tomaz Jr., M. Fuentes, M. Rocamora, L. W. P. Biscainho, M. V. M. Costa, S. Cohen
    Audio Engineering Society Latin American Conference, 2018.
  14. An ENF-Based Audio Authenticity Method Robust to MP3 Compression
    P. Zinemanas, M. Fuentes, P. Cancela, J. A. Apolinário Jr.
    Circuits, Systems and Signal Processing Springer, 2018.

Journal Articles

  1. Student’s t Source and Mixing Models for Multichannel Audio Source Separation
    Simon Leglaive, Roland Badeau, Gael Richard
    IEEE/ACM Transactions on Audio, Speech and Language Processing, June 2018.
  2. Model-based STFT phase recovery for audio source separation
    Paul Magron, Roland Badeau, Bertrand David
    IEEE Transactions on Audio, Speech and Language Processing, June 2018.
  3. Training and Compensation of Class-conditioned NMF Bases for Speech Enhancement
    Hanwook Chung, Roland Badeau, Eric Plourde, Benoît Champagne
    Neurocomputing, 2018.
  4. A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings
    Simon Henriet, Umut Şimşekli, Benoît Fuentes, Gael Richard
    Energy and Buildings, 2018.

Technical Reports

  1. Research report on unified stochastic reverberation modeling
    Roland Badeau
    February 2018.

2017

Journal Articles

  1. Non-linear auto-regressive models for cross-frequency coupling in neural time series
    Tom Dupré La Tour, Lucille Tallot, Laetitia Grabot, Valérie Doyère, Virginie Van Wassenhove, Yves Grenier, Alexandre Gramfort
    PLoS Computational Biology, December 2017.
  2. SMART : Règles d’associations temporelles de signaux sociaux pour la synthèse d’un Agent Conversationnel Animé avec une attitude spécifique
    Kévin Bailly, Chloé Clavel, thomas janssoone, Gael Richard
    Revue des Sciences et Technologies de l’Information - Série RIA : Revue d’Intelligence Artificielle, July 2017.
  3. Règles d’Associations Temporelles de signaux sociaux pour la synthèse d’Agents Conversationnels Animés : Application aux attitudes sociales
    thomas janssoone, Chloé Clavel, Kevin Bailly, Gael Richard
    Revue des Sciences et Technologies de l’Information - Série RIA : Revue d’Intelligence Artificielle, 2017.

Conference Articles

  1. UE-HRI: a new dataset for the study of user engagement in spontaneous human-robot interactions
    Atef Ben-Youssef, Chloé Clavel, Slim Essid, Miriam Bilac, Marine Chamoux, Angelica Lim
    the 19th ACM International Conference, Glasgow, France, November 2017.
  2. Amplitude and Phase Dereverberation of Harmonic Signals
    Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, October 2017.
  3. Explaining the Parameterized Wiener Filter with Alpha-Stable Processes
    Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, October 2017.
  4. Separating Time-Frequency Sources from Time-Domain Convolutive Mixtures Using Non-negative Matrix Factorization
    Simon Leglaive, Roland Badeau, Gael Richard
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, October 2017.
  5. Lévy NMF for Robust Nonnegative Source Separation
    Paul Magron, Roland Badeau, Antoine Liutkus
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017), New Paltz, NY, United States, October 2017.
  6. Guiding Audio Source Separation by Video Object Information
    Sanjeel Parekh, Slim Essid, Alexey Ozerov, Quang-Khanh-Ngoc Duong, Patrick Perez, Gael Richard
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, October 2017.
  7. Amplitude and Phase Dereverberation of Harmonic Signals
    Arthur Belhomme, Roland Badeau, Yves Grenier, Éric Humbert
    WASPAA, New Paltz, New York, USA, October 2017.
  8. Séparation de sources audio en milieu réverbérant : Factorisation en matrices non-négatives et représentation temporelle du mélange convolutif
    Simon Leglaive, Roland Badeau, Gael Richard
    Colloque GRETSI, Juan-Les-Pins, France, September 2017.
  9. Lévy NMF : un modèle robuste de séparation de sources non-négatives
    Paul Magron, Roland Badeau, Antoine Liutkus
    Colloque GRETSI, Juan-Les-Pins, France, September 2017.
  10. Histoire de la transformée de Mellin
    Jean-Marie Nicolas, Roland Badeau
    Colloque GRETSI, Juan-Les-Pins, France, September 2017.
  11. Non-linear auto-regressive models for cross-frequency coupling in neural time series
    Tom Dupré La Tour, Lucile Tallot, Laeticia Grabot, Valérie Doyère, Virginie Van Wassenhove, Yves Grenier, Alexandre Gramfort
    C3S, Cologne, Allemagne, September 2017.
  12. Amplitude and Phase Dereverberation of Monocomponent Signals
    Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
    25th European Signal Processing Conference (EUSIPCO), Kos, Greece, August 2017.
  13. EMOEEG: A new multimodal dataset for dynamic EEG-based emotion recognition with audiovisual elicitation
    Anne-Claire Conneau, Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid
    2017 25th European Signal Processing Conference (EUSIPCO), Kos, Greece, August 2017.
  14. Scalable Source Localization with Multichannel Alpha-Stable Distributions
    Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
    25th European Signal Processing Conference (EUSIPCO), Kos, Greece, August 2017.
  15. Semi-Blind Student’s t Source Separation for Multichannel Audio Convolutive Mixtures
    Simon Leglaive, Roland Badeau, Gael Richard
    25th European Signal Processing Conference (EUSIPCO), Kos, Greece, August 2017.
  16. Amplitude and Phase Dereverberation of Monocomponent Signals
    Arthur Belhomme, Roland Badeau, Yves Grenier, Éric Humbert
    EUSIPCO, Kos, Greece, August 2017.
  17. Non-linear auto-regressive models for cross-frequency coupling in neural time series
    Tom Dupré La Tour, Lucile Tallot, Laeticia Grabot, Valérie Doyère, Virginie Van Wassenhove, Yves Grenier, Alexandre Gramfort
    OHBM, Vancouver, Canada, June 2017.
  18. Overlapping sound event detection with supervised Nonnegative Matrix Factorization
    Victor Bisot, Slim Essid, Gael Richard
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, France, March 2017.
  19. Parametric estimation of spectrum driven by an exogenous signal
    Tom Dupré La Tour, Yves Grenier, Alexandre Gramfort
    42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017) , La Nouvelle Orléans, LA, United States, March 2017.
  20. Parametric estimation of spectrum driven by an exogenous signal
    Tom Dupré La Tour, Yves Grenier, Alexandre Gramfort
    ICASSP, New Orleans, March 2017.
  21. Nonnegative Matrix Factorisation for multimodal data analysis
    Slim Essid
    Dipartimento di Elettronica, Informazione e Bioingegeria (DEIB), Politecnico di Milano, Milan, Italy, February 2017.
  22. Parametric models of phase-amplitude coupling in neural time series
    Tom Dupré La Tour, Yves Grenier, Alexandre Gramfort
    BASP, Villars-sur-Ollon, Switzerland, January 2017.
  23. EMOEEG: a New Multimodal Dataset for Dynamic EEG-based Emotion Recognition with Audiovisual Elicitation
    Anne-Claire Conneau, Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid
    The European Signal Processing Conference (EUSIPCO), Kos island, Greece, 2017.
  24. Sketching for nearfield acoustic imaging of heavy-tailed sources
    Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
    International Conference on Latent Variable Analysis and Signal Separation, 2017.

patent

  1. Procédé et dispositif pour estimer un signal déréverbéré
    Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
    France, May 2017.

2016

patent

  1. Procédé et dispositif pour estimer la réverbération acoustique
    Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert
    France, December 2016.

Conference Articles

  1. Anechoic phase estimation from reverberant signals
    Arthur Belhomme, Yves Grenier, Roland Badeau, Eric Humbert
    15th International Workshop on Acoustic Signal Enhancement (IWAENC), Xi’an, China, September 2016.
  2. SUPERVISED NONNEGATIVE MATRIX FACTORIZATION FOR ACOUSTIC SCENE CLASSIFICATION
    Victor Bisot, Romain Serizel, Slim Essid, Gael Richard
    IEEE international evaluation campaign on detection and classification of acousitc scenes and events (DCASE 2016), Budapest, Hungary, September 2016.
  3. Feature Adapted Convolutional Neural Networks for Downbeat Tracking
    Simon Durand, Juan P. Bello, Bertrand David, Gael Richard
    ICASSP 2016, Shanghai, China, September 2016.
  4. Using Temporal Association Rules For the synthesis of Embodied Conversational Agent With a specific stance.
    thomas janssoone, Chloé Clavel, Kévin Bailly, Gael Richard
    International Conference on Intelligent Virtual Agents, Los Angeles, United States, September 2016.
  5. Downbeat Detection with Conditional Random Fields and Deep Learned Features
    Simon Durand, Slim Essid
    International Society for Music Information Retrieval (ISMIR), New York City, United States, August 2016.
  6. Research on Nonnegative Matrix Factorisation at Telecom ParisTech
    Slim Essid
    Spotify Research Seminar, New York, United States, August 2016.
  7. Analyse et reconnaissance multimodale de signaux sociaux : application à la synthèse d’attitudes sociales d’un agent conversationnel animé
    thomas janssoone, Chloé Clavel, Kévin Bailly, Gael Richard
    WACAI, Brest, France, June 2016.
  8. Acoustic scene classification with matrix factorization for unsupervised feature learning
    Victor Bisot, Romain Serizel, Slim Essid, Gael Richard
    ICASSP, Shangai, China, March 2016.
  9. Formant shifting for speech Intelligibility improvement in car noise environment
    Karan Nathwani, Morgane Daniel, Gael Richard, Bertrand David, Vincent Roussarie
    ICASSP, Shanghai, China, March 2016.
  10. Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification
    Romain Serizel, Slim Essid, Gael Richard
    ICASSP, Shangai, China, March 2016.
  11. Blind estimation of room acoustic parameters using kernel regression
    Arthur Belhomme, Yves Grenier, Roland Badeau, Eric Humbert
    AES 60th Conference, Leuven, Belgium, February 2016.

Technical Reports

  1. An iterative algorithm for recovering the phase of complex components from their mixture
    Paul Magron, Roland Badeau, Bertrand David
    June 2016.

2015

Conference Articles

  1. MELODY EXTRACTION BY CONTOUR CLASSIFICATION
    Rachel M Bittner, Justin Salamon, Slim Essid, Juan P Bello
    International Conference on Music Information Retrieval (ISMIR), Malaga, Spain, September 2015.
  2. Multipitch estimation using a PLCA-based model: Impact of partial user annotation
    Camila Andrade Scatolini, Gael Richard, Benoît Fuentes
    ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, France, April 2015.
  3. A conditional random field system for beat tracking
    Thomas Fillon, C. Joder, Simon Durand, Slim Essid
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
  4. Nonnegative matrix Factorisation for Audiovisual Document Analysis
    Slim Essid
    Seminaire Traitement du Langage Parle, LIMSI, Orsay, France, 2015.

Technical Reports

  1. Phase reconstruction of spectrograms with linear unwrapping : application to audio signal restoration
    Paul Magron, Roland Badeau, Bertrand David
    April 2015.

Journal Articles

  1. TPT-Dance&Actions : un corpus multimodal d’activités humaines
    Aymeric Masurelle, Ahmed Rida Sekkat, Slim Essid, Gael Richard
    Revue Traitement du Signal (Presse universitaire de Grenoble), April 2015.

patent

  1. Procédé de suppression de la réverbération tardive d’un signal sonore
    Nicolás López, Yves Grenier, Gael Richard
    France, January 2015.

2010 - 2014 [104 publications]

2014

Journal Articles

  1. Multichannel high resolution NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain
    Roland Badeau, Mark D. Plumbley
    IEEE Transactions on Audio, Speech and Language Processing, November 2014.

Conference Articles

  1. Romeo2 Project: Humanoid Robot Assistant and Companion for Everyday Life: I. Situation Assessment for Social Intelligence
    Amit Kumar Pandey, Rodolphe Gelin, Rachid Alami, Renaud Viry, Axel Buendia, Roland Meertens, Mohamed Chetouani, Laurence Devillers, Marie Tahon, David Filliat, Yves Grenier, Mounira Maazaoui, Abderrahmane Kheddar, Frédéric Lerasle, Laurent Fitte-Duval
    AIC: Artificial Intelligence and Cognition, Torino, Italy, November 2014.
  2. Template adaptation for improving automatic music transcription
    Emmanouil Benetos, Roland Badeau, Tillman Weyde, Gael Richard
    ISMIR 2014 The 15th International Society for Music Information Retrieval Conference, Taipei, Taiwan, October 2014.
  3. Controlling the Convergence Rate to Help Parameter Estimation in a PLCA-based Model
    Benoît Fuentes, Roland Badeau, Gael Richard
    EUSIPCO, Lisbon, Portugal, September 2014.
  4. A tutorial on Nonnegative Matrix Factorisation with applications to audiovisual content analysis
    Slim Essid, Alexey Ozerov
    Tutorial at ICME 2014, Chengdu, China, July 2014.
  5. Assessment of new spectral features for eeg-based emotion recognition.
    Anne-Claire Conneau, Slim Essid
    International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May 2014.
  6. Enhancing downbeat detection when facing different music styles
    Simon Durand, Bertrand David, Gael Richard
    ICASSP, Florence, Italy, May 2014.
  7. Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds
    Holger Kirchhoff, Roland Badeau, Simon Dixon
    Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 2014.
  8. Single Channel Reverberation Suppression Based on Sparse Linear Prediction
    Nicolás López, Yves Grenier, Gael Richard, Ivan Bourmeyster
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May 2014.
  9. Piecewise constant nonnegative matrix factorization
    N. Seichepine, Slim Essid, C. Fevotte, O. Cappe
    ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, France, May 2014.
  10. Single Channel Reverberation Suppression Based on Sparse Linear Prediction
    Nicolas López, Yves Grenier, Gaël Richard, Ivan Bourmeyster
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May 2014.
  11. Informed Audio source Separation
    Gael Richard
    AES International Conference on Semantic Audio, Londres, United Kingdom, 2014.
  12. Gesture recognition using a NMF-based representation of motion-traces extracted from depth silhouettes
    A. Masurelle, S. Essid, G. Richard
    Proceedings of conference on Acoustics, Speech, and Signal Processing, 2014.

Technical Reports

  1. Proof of Wiener-like linear regression of isotropic complex symmetric alpha-stable random variables
    Roland Badeau, Antoine Liutkus
    September 2014.
  2. Scale-invariant probabilistic latent component analysis
    Romain Hennequin, Bertrand David, Roland Badeau
    March 2014. Rapport interne Télécom ParisTech n\textdegree2011D003.

2013

Conference Articles

  1. Multimodal Signal Analysis at Telecom ParisTech
    Slim Essid
    Seminaire scienti\unmatchedfb01que de Technicolor R&D, Rennes, France, December 2013.
  2. An Extended Audio-Fingerprint Method with Capabilities for Similar Music Detection
    Sébastien Fenet, Yves Grenier, Gael Richard
    ISMIR, Curitiba, Brazil, November 2013.
  3. Nonnegative Tensor Factorization for Single-Channel EEG Artifact Rejection
    Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid
    IEEE International Workshop on Machine Learning for Signal Processing, Southampton, United Kingdom, September 2013.
  4. Does dereverberation help multichannel blind source separation? A study case
    Nicolás López, Mounira Maazaoui, Yves Grenier, Gael Richard, Ivan Bourmeyster
    European Signal Processing Conference (EUSIPCO), Marrakech, Morocco, September 2013.
  5. Co-factorisation douce en matrices non-négatives. Application au regroupement multimodal de locuteurs
    Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
    GRETSI, Brest, France, September 2013.
  6. Probabilistic dance performance alignment by fusion of multimodal features
    Angelique Dremeau, Slim Essid
    IEEE Int’l Conf. on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, May 2013.
  7. Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization
    N. Seichepine, Slim Essid, C. Fevotte, O. Cappe
    ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, France, May 2013.
  8. Variational Bayesian EM algorithm for modeling mixtures of non-stationary signals in the time-frequency domain (HR-NMF)
    Roland Badeau, Angélique Dremeau
    ICASSP, Vancouver, Canada, 2013.
  9. Probabilistic Time-Frequency Source-Filter Decomposition of Non-Stationary Signals
    Roland Badeau, Mark. D. Plumbley
    EUSIPCO, Marrakech, Morocco, 2013.
  10. Multichannel HR-NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain
    Roland Badeau, Mark. D. Plumbley
    WASPAA, New Paltz, New York, United States, 2013.
  11. Fast multilinear SVD for structured tensors and applications to Harmonic analysis and Volterra serie
    Remy Boyer, Roland Badeau, Gérard Favier
    Assemblée Générale du GdR ISIS 2013, France, 2013.
  12. Outil d’analyse temps-fréquence multi-résolution appliqué aux signaux audio
    Thomas Fillon, Jacques Prado, Roland Badeau
    Colloque GRETSI 2013, Brest, France, 2013.
  13. Low bitrate informed source separation of realistic mixtures
    Antoine Liutkus, Roland Badeau, Gael Richard
    ICASSP, Vancouver, Canada, 2013.
  14. Débruitage Aveugle par Décompositions Parcimonieuses et Aléatoires,
    Manuel Moussallam, Alexandre Gramfort, Gael Richard, Laurent Daudet
    GRETSI, Brest, France, 2013.
  15. Multimodal Classification of Dance Movements using Body Joint Trajectories and Step Sounds
    A. Masurelle, S. Essid, G. Richard
    Proceedings of workshop on Image and Audio Analysis for Multimedia Interactive Services , 2013.

Technical Reports

  1. Estimating an AR Model with Exogenous Driver
    Yves Grenier
    October 2013.
  2. Multichannel high resolution NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain
    Roland Badeau, Mark. D. Plumbley
    2013.

Journal Articles

  1. Learning Optimal Features for Polyphonic Audio-to-Score Alignment
    Cyril Joder, Slim Essid, Gael Richard
    IEEE Transactions on Audio, Speech and Language Processing, October 2013.
  2. A Multimodal Approach to Speaker Diarization on TV Talk-Shows
    Félicien Vallet, Slim Essid, Jean Carrive
    IEEE Transactions on Multimedia, April 2013.
  3. Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring
    Slim Essid, Cédric Févotte
    IEEE Transactions on Multimedia, February 2013.
  4. Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription
    Benoît Fuentes, Roland Badeau, Gael Richard
    IEEE_J_ASLP, 2013.

patent

  1. Génération d’une Signature d’un Signal Audio Musical
    Sébastien Fenet, Yves Grenier, Gael Richard
    France, February 2013.

2012

Conference Articles

  1. Analysis of dance movements using gaussian processes
    Antoine Liutkus, Angélique Drémeau, Dimitrios Alexiadis, Slim Essid, Petros Daras
    the 20th ACM international conference, Nara, France, October 2012.
  2. Decomposing the video editing structure of a talk-show using nonnegative matrix factorization
    Slim Essid, C. Fevotte
    2012 19th IEEE International Conference on Image Processing (ICIP 2012), Orlando, France, September 2012.
  3. Low variance blind estimation of the reverberation time
    Nicolás López, Yves Grenier, Gael Richard, Ivan Bourmeyster
    13th International Workshop on Acoustic Signal Enhancement (IWAENC 2012), Aachen, Germany, September 2012.
  4. Low variance blind estimation of the reverberation time
    Nicolas López, Yves Grenier, Gaël Richard, Ivan Bourmeyster
    13th International Workshop on Acoustic Signal Enhancement (IWAENC 2012), Aachen, Germany, September 2012.
  5. A Framework for Fingerprint-Based Detection of Repeating Objects in Multimedia Streams
    Sébastien Fenet, Manuel Moussallam, Yves Grenier, Gael Richard, Laurent Daudet
    EUSIPCO, Bucharest, Romania, August 2012.
  6. A Framework for Fingerprint-Based Detection of Repeating Objects in Multimedia Streams
    Sébastien Fenet, Manuel Moussallam, Yves Grenier, Gaël Richard, Laurent Daudet
    EUSIPCO, Bucharest, Romania, August 2012.
  7. Adaptive blind source separation with HRTFs beamforming preprocessing
    Mounira Maazaoui, Karim Abed-Meraim, Yves Grenier
    The seventh IEEE Sensor Array and Multichannel Signal Processing Workshop, United States, June 2012.
  8. Adaptive blind source separation with HRTFs beamforming preprocessing and varying number of sources
    Mounira Maazaoui, Karim Abed-Meraim, Yves Grenier
    The seventh IEEE Sensor Array and Multichannel Signal Processing Workshop, New Jersey, United States, June 2012.
  9. Adaptive blind source separation with HRTFs beamforming preprocessing and varying number of sources
    Mounira Maazaoui, Karim Abed-Meraim, Yves Grenier
    The seventh IEEE Sensor Array and Multichannel Signal Processing Workshop, New Jersey, USA, June 2012.
  10. From Binaural to Multichannel Blind Source Separation using Fixed Beamforming with HRTFs
    Mounira Maazaoui, Yves Grenier, Karim Abed-Meraim
    The 19th International Conference on Systems, Signals and Image Processing, IWSSIP 2012, Austria, April 2012.
  11. From Binaural to Multichannel Blind Source Separation using Fixed Beamforming with HRTFs
    Mounira Maazaoui, Yves Grenier, Karim Abed-Meraim
    The 19th International Conference on Systems, Signals and Image Processing, IWSSIP 2012, Vienne, Autriche, April 2012.
  12. AN ADVANCED VIRTUAL DANCE PERFORMANCE EVALUATOR
    Slim Essid, Dimitrios Alexiadis, Robin Tournemenne, Marc Gowing, Philip Kelly, David Monhagan, Petros Daras, Angelique Dremeau, N. E. O’Connor
    IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, March 2012.
  13. A probabilistic approach to simultaneous extraction of beats and downbeats
    Maksim Khadkevich, Thomas Fillon, Gael Richard, Maurizio Omologo
    ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, France, March 2012.
  14. Blind Harmonic Adaptive Decomposition Applied to Supervised Source Separation
    Benoît Fuentes, Roland Badeau, Gael Richard
    20th European Signal Processing Conference (EUSIPCO), Bucharest, Romania, 2012.
  15. Probabilistic model for main melody extraction using constant-Q transform
    Benoît Fuentes, Antoine Liutkus, Roland Badeau, Gael Richard
    37th International Conference on Acoustics, Speech, and Signal Processing ICASSP’12, Kyoto, Japan, 2012.
  16. Adaptive filtering for music/voice separation exploiting the repeating musical structure
    Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gael Richard
    37th International Conference on Acoustics, Speech, and Signal Processing ICASSP’12, Kyoto, Japan, 2012.

Journal Articles

  1. A multi-modal dance corpus for research into interaction between humans in virtual environments
    Slim Essid, Marc Gowing, Georgios Kordelas, Anil Aksay, P. Kelly, Thomas Fillon, Qianqian Zhang, Alfred Dielmann, Gael Richard
    Journal on Multimodal User Interfaces, August 2012.
  2. Blind Source Separation for Robot Audition using fixed HRTF beamforming
    Mounira Maazaoui, Karim Abed-Meraim, Yves Grenier
    EURASIP Journal on Advances in Signal Processing, March 2012.
  3. Blind Source Separation for Robot Audition using fixed HRTF beamforming
    Mounira Maazaoui, Yves Grenier, Karim Abed-Meraim
    EURASIP Journal on Advances in Signal Processing , March 2012.

2011

Conference Articles

  1. An audio-driven virtual dance-teaching assistant
    Slim Essid, Yves Grenier, Mounira Maazaoui, Gael Richard, Robin Tournemenne
    the 19th ACM international conference, Scottsdale, France, November 2011.
  2. Enhanced visualisation of dance performance from automatically synchronised multimodal recordings
    Marc Gowing, Xinyu Lin, Qianni Zhang, Philip Kell, Noel O’Connor, Cyril Concolato, Slim Essid, Jean Lefeuvre, Robin Tournemenne, Ebroul Izquierdo, Vlado Kitanovski
    The 19th ACM international conference, Scottsdale, France, November 2011.
  3. An audio-driven virtual dance-teaching assistant
    Slim Essid, Yves Grenier, Mounira Maazaoui, Gaël Richard, Robin Tournemenne
    ACM Multimedia, Scottsdale, Arizona, USA, November 2011.
  4. A Scalable Audio Fingerprint Method with Robustness to Pitch-Shifting
    Sébastien Fenet, Gael Richard, Yves Grenier
    ISMIR, Miami, United States, October 2011.
  5. Optimizing the mapping from a symbolic to an audio representation for music-to-score alignment
    Cyril Joder, Slim Essid, Gael Richard
    2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, France, October 2011.
  6. A Scalable Audio Fingerprint Method with Robustness to Pitch-Shifting
    Sébastien Fenet, Gaël Richard, Yves Grenier
    ISMIR, Miami, USA, October 2011.
  7. Une empreinte audio à base de CQT appliquée à la surveillance de flux radiophoniques
    Sébastien Fenet, Yves Grenier, Gael Richard
    GRETSI, Bordeaux, France, September 2011.
  8. Blind Source Separation for Robot Audition using Fixed Beamforming with HRTFs
    Mounira Maazaoui, Yves Grenier, Karim Abed-Meraim
    12th Annual Conference of the International Speech Communication Association (Interspeech-2011), Florence, Italy, September 2011.
  9. Une empreinte audio à base de CQT appliquée à la surveillance de flux radiophoniques
    Sébastien Fenet, Yves Grenier, Gaël Richard
    GRETSI, Bordeaux, France, September 2011.
  10. Frequency Domain Blind Source Separation for Robot Audition Using a Parameterized Sparsity Criterion
    Mounira Maazaoui, Yves Grenier, Karim Abed-Meraim
    The European Signal Processing Conference (EUSIPCO-2011), Barcelone, Espagne, September 2011.
  11. Blind Source Separation for Robot Audition using Fixed Beamforming with HRTFs
    Mounira Maazaoui, Yves Grenier, Karim Abed-Meraim
    12th Annual Conference of the International Speech Communication Association (Interspeech-2011), Florence, Italie, September 2011.
  12. Frequency Domain Blind Source Separation for Robot Audition Using a Parameterized Sparsity Criterion
    Mounira Maazaoui, Yves Grenier, Karim Abed-Meraim
    The European Signal Processing Conference (EUSIPCO-2011), Spain, August 2011.
  13. Hidden Discrete Tempo Model: A tempo-aware timing model for audio-to-score alignment
    Cyril Joder, Slim Essid, Gael Richard
    ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, France, May 2011.
  14. Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition
    Felix Weninger, Jean-Louis Durrieu, Florian Eyben, Gael Richard, Björn Schuller
    ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, France, May 2011.
  15. Gaussian modeling of mixtures of non-stationary signals in the time-frequency domain (HR-NMF)
    Roland Badeau
    Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, 2011.
  16. Analyse des structures harmoniques dans les signaux audio : modéliser les variations de hauteur et d’enveloppe spectrale
    Benoit Fuentes, Roland Badeau, Gael Richard
    Actes du XXIIIème Colloque GRETSI, Bordeaux, France, 2011.
  17. Adaptive harmonic decomposition using shift-invariant PLCA
    Benoit Fuentes, Roland Badeau, Gael Richard
    Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, 2011.
  18. AN INTERACTIVE SYSTEM FOR ELECTRO-ACOUSTIC MUSIC ANALYSIS
    Sébastien Gulluni, Slim Essid, Olivier Buisson, Gael Richard
    ISMIR, Miami, United States, 2011.
  19. Interactive Classification of Sound Objects for Polyphonic Electro-Acoustic Music Annotation
    Sébastien Gulluni, Slim Essid, Olivier Buisson, Gael Richard
    AES Conference, Ilmenau, Germany, 2011.
  20. Scale-invariant probabilistic latent component analysis
    Romain Hennequin, Roland Badeau, Bertrand David
    Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, 2011.
  21. Score informed audio source separation using a parametric model of non-negative spectrogram
    Romain Hennequin, Bertrand David, Roland Badeau
    Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, 2011.

Journal Articles

  1. A Conditional Random Field Framework for Robust and Scalable Audio-to-Score Matching
    Cyril Joder, Slim Essid, Gael Richard
    IEEE Transactions on Audio, Speech and Language Processing, November 2011.
  2. Probabilistic template-based chord recognition
    Laurent Oudre, Cédric Févotte, Yves Grenier
    IEEE Transactions on Audio, Speech and Language Processing, November 2011.
  3. A musically motivated mid-level representation for pitch estimation and musical audio source separation
    Jean-Louis Durrieu, Bertrand David, Gael Richard
    IEEE Journal on Selected Topics in Signal Processing, October 2011.
  4. Décompositions en éléments sonores et applications musicales
    Mathieu Lagrange, Roland Badeau, Bertrand David, Nancy Bertin, Olivier Derrien, Sylvain Marchand, Laurent Daudet
    Traitement du Signal, October 2011.
  5. Signal Processing for Music Analysis
    Meinard Müller, Daniel P.W. Ellis, Anssi Klapuri, Gael Richard
    IEEE Journal of Selected Topics in Signal Processing, October 2011.
  6. Chord recognition by fitting rescaled chroma vectors to chord templates
    Laurent Oudre, Yves Grenier, Cédric Févotte
    IEEE Transactions on Audio, Speech and Language Processing, September 2011.
  7. Greedy sparse decompositions: a comparative study
    Przemyslaw Dymarski, Nicolas Moreau, Gael Richard
    EURASIP Journal on Advances in Signal Processing, 2011.
  8. NMF with time-frequency activations to model non-stationary audio events
    Romain Hennequin, Roland Badeau, Bertrand David
    IEEE_J_ASLP, 2011.
  9. Beta-divergence as a subclass of Bregman divergence
    Romain Hennequin, Bertrand David, Roland Badeau
    IEEE Signal Processing Letters, 2011.

2010

Conference Articles

  1. Descripteurs visuels robustes pour l’identification de locuteurs dans des émissions televisées de talk-shows
    Vallet Félicien, Slim Essid, Jean Carrive, Gaël Richard
    Compression et Représentation des Signaux Audiovisuels (CORESA), Lyon, France, October 2010.
  2. A conditional random field viewpoint of symbolic audio-to-score matching
    Cyril Joder, Slim Essid, Gael Richard
    the international conference, Firenze, France, October 2010.
  3. Approche hiérarchique pour un alignement musique-sur-partition efficace
    Cyril Joder, Slim Essid, Gael Richard
    Compression et Représentation des Signaux Audiovisuels (CORESA), Lyon, France, October 2010. Prix du meilleur papier de doctorant.
  4. How sparsely can a signal be approximated while keeping its class identity?
    Manuel Moussallam, Thomas Fillon, Gael Richard, Laurent Daudet
    3rd international workshop, Firenze, France, October 2010.
  5. Probabilistic framework for template-based chord recognition
    Laurent Oudre, Cédric Févotte, Yves Grenier
    IEEE International Workshop on Multimedia Signal Processing (MMSP), St Malo, France, October 2010.
  6. Robust visual features for the multimodal identification of unregistered speakers in TV talk-shows
    Félicien Vallet, Slim Essid, Jean Carrive, Gael Richard
    2010 17th IEEE International Conference on Image Processing (ICIP 2010), Hong Kong, France, September 2010.
  7. Robust frequency-based Audio Fingerprinting
    Elsa Dupraz, Gael Richard
    2010 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2010, Dallas, France, March 2010.
  8. A comparative study of tonal acoustic features for a symbolic level music-to-score alignment
    Cyril Joder, Slim Essid, Gael Richard
    2010 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2010, Dallas, France, March 2010.
  9. A MULTIMODAL APPROACH TO INITIALISATION FOR TOP-DOWN SPEAKER DIARIZATION OF TELEVISION SHOWS
    Simon Bozonnet, Félicien Vallet, Nicholas Evans, Slim Essid, Gael Richard, Jean Carrive
    Eusipco, aalborg, Denmark, 2010.
  10. Time-dependent parametric and harmonic templates in non-negative matrix factorization
    Romain Hennequin, Roland Badeau, Bertrand David
    Proc. of the 13th International Conference on Digital Audio Effects (DAFx), Graz, Austria, 2010.
  11. NMF with time-frequency activations to model non-stationary audio events
    Romain Hennequin, Roland Badeau, Bertrand David
    Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Dallas, Texas, United States, 2010.
  12. AN IMPROVED HIERARCHICAL APPROACH FOR MUSIC-TO-SYMBOLIC SCORE ALIGNMENT
    Cyril Joder, Slim Essid, Gael Richard
    ISMIR, Utrecht, Netherlands, 2010.
  13. Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching
    Mathieu Lagrange, Roland Badeau, Gael Richard
    Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Dallas, Texas, United States, 2010.
  14. YAAFE, AN EASY TO USE AND EFFICIENT AUDIO FEATURE EXTRACTION SOFTWARE
    Benoît Mathieu, Slim Essid, Thomas Fillon, Jacques Prado, Gael Richard
    ISMIR, Utrecht, Netherlands, 2010.

patent

  1. Method and device for forming a digital audio mixed signal, method and device for separating signals, and corresponding signal
    Laurent Girin, Antoine Liutkus, Gael Richard, Roland Badeau
    France, October 2010.

Journal Articles

  1. Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals
    Jean-Louis Durrieu, Gael Richard, Bertrand David, Cédric Févotte
    IEEE Transactions on Audio, Speech and Language Processing, March 2010.
  2. Audio signal representations for indexing in the transform domain
    Emmanuel Ravelli, Gael Richard, Laurent Daudet
    IEEE Transactions on Audio, Speech and Language Processing, March 2010.
  3. Explicit Modeling of Temporal Dynamics within Musical Signals for Acoustical Unit Formation and Similarity
    Mathieu Lagrange, Martin Raspaud, Roland Badeau, Gael Richard
    Pattern Recognition Letters, 2010.

2005 - 2009 [87 publications]

2009

Conference Articles

  1. Fast Bayesian constrained NMF for polyphonic pitch transcription
    Nancy Bertin, Emmanuel Vincent, Roland Badeau
    Music Information Retrieval Evaluation eXchange (MIREX). International Society for Music Information Retrieval., Kobe, Japan, October 2009. Article accompagnant la participation à une évaluation internationale..
  2. Fast Bayesian NMF algorithms enforcing harmonicity and temporal continuity in polyphonic music transcription
    Nancy Bertin, Emmanuel Vincent, Roland Badeau
    WASPAA, New Paltz, United States, October 2009.
  3. Template-based chord recognition : influence of the chord types
    Laurent Oudre, Yves Grenier, Cédric Févotte
    International Symposium on Music Information Retrieval (ISMIR), Kobe, Japan, October 2009.
  4. Chord recognition using measures of fit, chord templates and filtering methods
    Laurent Oudre, Yves Grenier, Cédric Févotte
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New York, USA, October 2009.
  5. Interactive Segmentation of Electro-Acoustic Music
    Sébastien Gulluni, Slim Essid, Olivier Buisson, Gael Richard
    2nd International Workshop on Machine Learning and Music (MML - ECML - PKDD), Bled, Slovenia, September 2009.
  6. Étude des descripteurs acoustiques pour l’alignement temporel audio-sur-partition musicale
    Cyril Joder, Slim Essid, Gaël Richard
    GRETSI, Dijon, France, September 2009.
  7. Incorporating prior knowledge on the digital media creation process into audio classifiers
    M. Lardeur, Slim Essid, G. Richard, M. Haller, T. Sikora
    ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Taipei, France, April 2009.
  8. A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription
    Nancy Bertin, Cédric Févotte, Roland Badeau
    Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Taipei, Taiwan, 2009.

Journal Articles

  1. Temporal Integration for Audio Classification With Application to Musical Instrument Classification
    Cyril Joder, Slim Essid, Gael Richard
    IEEE Transactions on Audio, Speech and Language Processing, January 2009.
  2. Sympathetic string modes in the concert harp
    Jean-Loic Le Carrou, François Gautier, Roland Badeau
    Acta Acustica united with Acustica, 2009.

Technical Reports

  1. Supporting document for the paper ”Stability analysis of multiplicative update algorithms and application to non-negative matrix factorization”
    Roland Badeau, Nancy Bertin, Emmanuel Vincent
    2009.
  2. Adaptive harmonic spectral decomposition for multiple pitch estimation
    Emmanuel Vincent, Nancy Bertin, Roland Badeau
    2009. This technical report is deprecated. Please refer to the following article instead: http://hal.inria.fr/inria-00544094/.

2008

Journal Articles

  1. Union of MDCT Bases for Audio Coding
    Emmanuel Ravelli, Gael Richard, Laurent Daudet
    IEEE Transactions on Audio, Speech and Language Processing, November 2008.
  2. A general framework for second order blind separation of stationary colored sources
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier, Yingbo Hua
    Signal Processing, September 2008.
  3. Fear-type emotion recognition for future audio-based surveillance systems
    C. Clavel, I. Vasilescu, L. Devillers, Gael Richard, T. Ehrette
    Speech Communication, May 2008.
  4. Transcription and Separation of Drum Signals From Polyphonic Music
    Olivier Gillet, Gael Richard
    IEEE Transactions on Audio, Speech and Language Processing, March 2008.
  5. Estimation of Frequency for AM/FM Models Using the Phase Vocoder Framework
    Michaël Betser, Patrice Collen, Gael Richard, Bertrand T. David
    IEEE Transactions on Signal Processing, February 2008.
  6. MULTILINEAR SINGULAR VALUE DECOMPOSITION FOR STRUCTURED TENSORS
    Roland Badeau, Remy Boyer
    SIAM Journal on Matrix Analysis and Applications, 2008.
  7. Cramér-Rao bounds for multiple poles and coefficients of quasipolynomials in colored noise
    Roland Badeau, Bertrand David, Gael Richard
    IEEE_J_SP, 2008.
  8. Fast and stable YAST algorithm for principal and minor subspace tracking
    Roland Badeau, Gael Richard, Bertrand David
    IEEE_J_SP, 2008.
  9. Performance of ESPRIT for estimating mixtures of complex exponentials modulated by polynomials
    Roland Badeau, Gael Richard, Bertrand David
    IEEE_J_SP, 2008.
  10. Instrument-specific harmonic atoms for mid-level music representation
    Pierre Leveau, Emmanuel Vincent, Gael Richard, Laurent Daudet
    IEEE Transactions on Audio, Speech and Language Processing, 2008.
  11. Audio Indexing
    Gael Richard
    Encyclopedia of Data Warehousing and Mining, 2008.

Conference Articles

  1. Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches
    Valentin Emiya, Roland Badeau, Bertrand David
    2008 Music Information Retrieval Evaluation eXchange (MIREX), Philadelphia, PA, United States, September 2008.
  2. ALIGNMENT KERNELS FOR AUDIO CLASSIFICATION WITH APPLICATION TO MUSIC INSTRUMENT RECOGNITION
    Cyril Joder, Slim Essid, Gaël Richard
    16th European Signal Processing Conference, Lausanne, Switzerland, August 2008.
  3. ON THE ROBUSTNESS OF AUDIO FEATURES FOR MUSICAL INSTRUMENT CLASSIFICATION
    S Wegener, M Haller, J J Burred, T Sikora, Slim Essid, Gael Richard
    16th European Signal Processing Conference, Lausanne, Switzerland, August 2008.
  4. Harmonic and inharmonic nonnegative matrix factorization for polyphonic pitch transcription
    Emmanuel Vincent, Nancy Bertin, Roland Badeau
    2008 IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Las Vegas, United States, March 2008.
  5. Weighted maximum likelihood autoregressive and moving average spectrum modeling
    Roland Badeau, Bertrand David
    Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, Nevada, United States, 2008.
  6. A Collaborative Approach to Video Summarization
    Emilie Dumont, Bernard Mérialdo, Slim Essid, Werner Bailer, Daragh Byrne, Hervé Bredin, Noel O’Connor, Gareth JF Jones, Martin Haller, Andreas Krutz, Thomas Sikora, Tomas Piatrik
    SAMT 2008, 3rd International Conference on Semantic and Digital Media Technologies, Koblenz, Germany, 2008.
  7. Rushes Video Summarization using a Collaborative Approach
    Emilie Dumont, Bernard Mérialdo, Slim Essid, Werner Bailer, Herwig Rehatschek, Daragh Byrne, Hervé Bredin, Noel O’Connor, Gareth JF Jones, Alan F Smeaton, Martin Haller, Andreas Krutz, Thomas Sikora, Tomas Piatrik
    TRECVID 2008, ACM International Conference on Multimedia Information Retrieval, Vancouver, Canada, 2008.

2007

Conference Articles

  1. Multipitch detection for piano music: Benchmarking a few approaches
    Bertrand David, Roland Badeau, Nancy Bertin, Valentin Emiya, Gaël Richard
    154th Meeting of the Acoustical Society of America, New Orleans, United States, November 2007.
  2. Listening tests of the localization performance of Stereodipole and Ambisonic systems
    Andrea Capra, Simone Fontana, Fons Adriaensen, Angelo Farina, Yves Grenier
    123rd Convention of the Audio Engineering Society, New York, USA, October 2007.
  3. Multipitch estimation of quasi-harmonic sounds in colored noise
    Valentin Emiya, Roland Badeau, Bertrand David
    10th Int. Conf. on Digital Audio Effects (DAFx-07), Bordeaux, France, September 2007.
  4. TOWARDS POLYPHONIC MUSICAL INSTRUMENTS RECOGNITION
    Gael Richard, Pierre Leveau, Laurent Daudet, Slim Essid, Bertrand David
    19th INTERNATIONAL CONGRESS ON ACOUSTICS, Madrid, Spain, September 2007.
  5. Séparation aveugle sous-déterminée de sources en utilisant la décomposition en paquet d’ondelettes
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    21e Colloque {GRETSI} sur le traitement du signal et des images, Troyes, France, September 2007.
  6. Blind audio source separation using sparsity based criterion for convolutive mixture case
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    7th International Conference on Independent Component Analysis and Blind Source Separation, London, UK, September 2007.
  7. Binaural for popular music: a case of study
    Simone Fontana, Angelo Farina, Yves Grenier
    13th International Conference on Auditory Display, Montréal, Canada, June 2007.
  8. A Parametric Method for Pitch Estimation of Piano Tones
    Valentin Emiya, Bertrand David, Roland Badeau
    IEEE International Conference on Acoustics, Speech and Signal Processing, Honolulu, United States, April 2007.
  9. Combined Supervised and Unsupervised Approaches for Automatic Segmentation of Radiophonic Audio Streams
    Gael Richard, Mathieu Ramona, Slim Essid
    2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Honolulu, France, April 2007.
  10. Underdetermined blind separation of audio sources from the time-frequency representation of their convolutive mixtures
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    ICASSP’07, Hawaii (USA), April 2007.
  11. Underdetermined audio source separation using fast parametric decomposition
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    ISSPA’07, Sharjah (United Arab Emirates), February 2007.
  12. Conjugate gradient algorithms for minor subspace analysis
    Roland Badeau, Bertrand David, Gael Richard
    Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Honolulu, Hawaii, United States, 2007.
  13. Blind signal decompositions for automatic transcription of polyphonic music: NMF and K-SVD on the benchmark
    Nancy Bertin, Roland Badeau, Gael Richard
    Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Honolulu, Hawaii, United States, 2007.
  14. Fast sequential LS estimation for sinusoidal modeling and decomposition of audio signals
    Bertrand David, Roland Badeau
    Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, 2007.
  15. Theoretical and experimental investigations of harp’s sympathetic modes
    Jean-Loic Le Carrou, François Gautier, Roland Badeau
    Proc. of International Congress on Acoustics (ICA), Madrid, Spain, 2007.

Journal Articles

  1. Sound field analysis based on analytical beamforming
    Mathieu Guillaume, Yves Grenier
    EURASIP Journal on Advances in Signal Processing, August 2007.
  2. Blind separation of underdetermined convolutive mixtures using their time-frequency representation
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    IEEE Transactions on Audio, Speech & Language Processing, July 2007.
  3. Tempo estimation for audio recordings
    Miguel A Alonso-Arévalo, Gael Richard, Bertrand David
    Interface, Journal of New Music Research, March 2007.
  4. On the Correlation of Automatic Audio and Visual Segmentations of Music Videos
    Olivier Gillet, Slim Essid, Gael Richard
    IEEE Transactions on Circuits and Systems for Video Technology, March 2007.
  5. Underdetermined blind separation of nondisjoint sources in the time-frequency domain
    Abdeldjalil Aissa El Bey, Nguyen Linh-Trung, Karim Abed-Meraim, Adel Belouchrani, Yves Grenier
    IEEE Transactions on Signal Processing, March 2007.
  6. Underdetermined blind audio source separation using modal decomposition
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    EURASIP Journal on Audio, Speech & Music Processing, March 2007.
  7. Accurate tempo estimation based on harmonic+noise decomposition
    Miguel Alonso, Gael Richard, Bertrand David
    EURASIP Journal on Advances in Signal Processing, 2007.

2006

Conference Articles

  1. Mid-level sparse representations for timbre identification: design of an instrument-specific harmonic dictionary
    Pierre Leveau, Emmanuel Vincent, Gael Richard, Laurent Daudet
    1st Workshop on Learning the Semantics of Audio Signals (LSAS), Athens, Greece, December 2006.
  2. A System for Head Related Impulse Responses Rapid Measurement and Direct Customization
    Simone Fontana, Yves Grenier, Angelo Farina
    120th Convention AES, Paris, France, October 2006.
  3. Iterative blind source separation by decorrelation: algorithm and performance analysis
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    14th European signal processing conference (EUSIPCO), Florence, Italie, September 2006.
  4. Audio source separation using sparsity
    Abdeldjalil Aissa El Bey, H. Bousbia-Salah, Karim Abed-Meraim, Yves Grenier
    IWAENC’06, Paris, France, September 2006.
  5. Experimental 3D Sound field analysis with a microphone array
    Mathieu Guillaume, Yves Grenier
    28th International Conference of the AES, Pitea, Sweden, July 2006.
  6. Harmonic Plus Noise Decomposition: Time-frequency Reassignment Versus a Subspace Based Method
    Bertrand David, Valentin Emiya, Roland Badeau, Yves Grenier
    120th AES Convention, Paris, France, May 2006.
  7. Sound field analysis based on generalized prolate spheroidal wave sequences
    Mathieu Guillaume, Yves Grenier
    120th Convention of the Audio Engineering Society, Paris, FRANCE, May 2006.
  8. Harmonic Plus Noise Decomposition: Time-Frequency Reassignment Versus a Subspace-Based Method
    Bertrand David, Valentin Emiya, Roland Badeau, Yves Grenier
    120th Convention of the Audio Engineering Society, Paris, France, May 2006.
  9. Sound field analysis with a two-dimensional microphone array
    Mathieu Guillaume, Yves Grenier
    ICASSP, Toulouse, France, May 2006.
  10. On the identifiability testing in blind source separation using resampling technique
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    6th International Conference on Independent Component Analysis and Blind Source Separation, Charleston, SC, USA, March 2006.
  11. A Fast Adaptive Method for Subspace Based Blind Channel Estimation
    Jon Altuna, Bernie Mulgrew, Roland Badeau, Vicente Atxa
    Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toulouse, France, 2006.
  12. YAST Algorithm for Minor Subspace Tracking
    Roland Badeau, Bertrand David, Gael Richard
    International Conference on Acoustics, Speech, and Signal Processing ICASSP’06, Toulouse, France, 2006.
  13. ADAPTIVE MULTILINEAR SVD FOR STRUCTURED TENSORS
    Remy Boyer, Roland Badeau
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP’06), Toulouse, France, 2006.
  14. HRHATRAC Algorithm for Spectral Line Tracking of Musical Signals
    Bertrand David, Roland Badeau, Gael Richard
    International Conference on Acoustics, Speech, and Signal Processing ICASSP’06, Toulouse, France, 2006.
  15. Analyse des modes de cordes couplées d’une harpe par une méthode à haute résolution
    Jean-Loic Le Carrou, François Gautier, Roland Badeau
    Actes du 8ème Congrès FranÃ\Sais d’Acoustique (CFA), Tours, France, 2006.

proceedings

  1. 10th International Workshop on Acoustic Echo and Noise Control
    Yves Grenier, Gaël Richard
    IWAENC 2006, September 2006.

Journal Articles

  1. A new perturbation analysis for signal enumeration in rotational invariance techniques
    Roland Badeau, Bertrand David, Gael Richard
    IEEE Transactions on Signal Processing, 2006.
  2. High resolution spectral analysis of mixtures of complex exponentials modulated by polynomials
    Roland Badeau, Bertrand David, Gael Richard
    IEEE Transactions on Signal Processing, 2006.
  3. Du corpus émotionnel au système de détection : le point de vue applicatif de la surveillance dans les lieux publics
    Chloé Clavel, Ioana Vasilescu, Gael Richard, Laurence Devillers
    Revue des Sciences et Technologies de l’Information - Série RIA : Revue d’Intelligence Artificielle, 2006.
  4. Instrument recognition in polyphonic music based on automatic taxonomies
    Slim Essid, Gael Richard, Bertrand David
    IEEE Transactions on Audio, Speech and Language Processing, 2006.
  5. Musical instrument recognition by pairwise classification strategies
    Gael Richard, Slim Essid, Bertrand David
    IEEE Transactions on Audio, Speech and Language Processing, 2006.

Technical Reports

  1. Technical Report on Audio and Speech Processing
    Roland Badeau
    2006. Livrable du réseau d’excellence européen K-Space..

2005

Theses

  1. Classification automatique des signaux audio-fréquences : reconnaissance des instruments de musique
    Slim Essid
    December 2005.

Conference Articles

  1. Underdetermined blind source separation of audio sources in time-frequency domain
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    SPARS’05, Rennes, France, November 2005.
  2. Séparation aveugle sous-déterminée de sources audio par la méthode EMD (Empirical Mode Decomposition)
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    20e Colloque GRETSI sur le traitement du signal et des images, Louvain-La-Neuve, Belgique, September 2005.
  3. Blind separation of audio sources convolutive mixtures using parametric decomposition
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    IWAENC’05, Eindhoven (Pays-bas), September 2005.
  4. Blind separation of audio sources using modal decomposition
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    ISSPA’05, Sydney (Australie), August 2005.
  5. On the usefulness of differentiated transient/steady-state processing in machine recognition of musical instruments
    Slim Essid, Pierre Leveau, Gael Richard, Laurent Daudet, Bertrand David
    AES 118th convention, Barcelona, Spain, May 2005.
  6. Yet Another Subspace Tracker
    Roland Badeau, Bertrand David, Gael Richard
    International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, Pennsylvania, United States, March 2005.
  7. Instrument recognition in polyphonic music
    Slim Essid, G. Richard, B. David
    (ICASSP ’05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., Philadelphia, United States, March 2005.
  8. Iterative Algorithms for Multichannel Equalization in Sound Reproduction Systems
    Mathieu Guillaume, Yves Grenier, Gaël Richard
    ICASSP’05, Philadelphie, US, March 2005.
  9. Séparation aveugle sous-déterminée de sources audio par la méthode EMD (Empirical Mode Decomposition)
    Abdeldjalil Aissa El Bey, Karim Abed-Meraim, Yves Grenier
    Journées Jeunes Chercheurs en Audition, Acoustique musicale et Signal audio, Marseille, France, March 2005.
  10. Fast adaptive ESPRIT algorithm
    Roland Badeau, Gael Richard, Bertrand David
    Proc. of IEEE Workshop on Statistical Signal Processing (SSP), Bordeaux, France, 2005.

patent

  1. Procédé de poursuite d’un sous-espace de dimension inférieure à celle des vecteurs de données, notamment audio
    Roland Badeau, Gael Richard, Bertrand David
    France, March 2005.

Book Chapters

  1. Interfaces audio AES/EBU
    Yves Grenier
    Editions Techniques de l’Ingénieur, 2005.

2000 - 2004 [27 publications]

2004

Conference Articles

  1. Multichannel Equalization Analysis in Sound Reproduction Systems
    Mathieu Guillaume, Yves Grenier, Gaël Richard
    23rd VDT International Audio Convention, Leigzig, RFA, November 2004.
  2. MUSICAL INSTRUMENT RECOGNITION BASED ON CLASS PAIRWISE FEATURE SELECTION
    Slim Essid, Gael Richard, Bertrand David
    International Conference on Music Information Retrieval (ISMIR), Barcelona, Spain, October 2004.
  3. MUSICAL INSTRUMENT RECOGNITION ON SOLO PERFORMANCES
    Slim Essid, Gaël Richard, Bertrand David
    European Signal Processing Conference (EUSIPCO, Vienna, Austria, September 2004.
  4. Efficient musical instrument recognition on solo performance music using basic features
    Slim Essid, Gael Richard, Bertrand David
    AES 25th conference, London, United Kingdom, June 2004.
  5. Unsupervised Classification Techniques for Multipitch Estimation
    Julie Rosier, Yves Grenier
    116th Convention of the Audio Engineering Society, Berlin, RFA., May 2004.
  6. Selecting the modeling order for the ESPRIT high resolution method: an alternative approach
    Roland Badeau, Bertrand David, Gael Richard
    Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Montréal, Québec, Canada, 2004.

Journal Articles

  1. Sliding window adaptive SVD algorithms
    Roland Badeau, Gael Richard, Bertrand David
    IEEE_J_SP, 2004.

2003

Conference Articles

  1. Modèles Sinusoïdaux Étendus pour le Codage Audio
    Remy Boyer, Slim Essid, Karim Abed-Meraim, Nicolas Moreau
    Dix-neuvième colloque sur le Traitement du Signal et des Images, Paris, France, September 2003.
  2. Extraction of weak background transients from audio signals
    Yves Grenier, Bertrand David
    114th Convention of the Audio Engineering Society, Amsterdam, NL, March 2003.
  3. Musical tempo estimation using noise subspace projections
    Miguel Alonso Arevalo, Roland Badeau, Bertrand David, Gael Richard
    Proc. of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, United States, 2003.
  4. Suivi d’espace dominant par la méthode des puissances itérées
    Roland Badeau, Gael Richard, Bertrand David
    Actes du colloque GRETSI, Paris, France, 2003.
  5. Sliding Window Orthonormal PAST Algorithm
    Roland Badeau, Karim Abed-Meraim, Gael Richard, Bertrand David
    Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hong Kong, China, 2003.
  6. Adaptive ESPRIT algorithm based on the PAST subspace tracker
    Roland Badeau, Gael Richard, Bertrand David
    Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hong Kong, China, 2003.
  7. Approximated power iterations for fast subspace tracking
    Roland Badeau, Gael Richard, Bertrand David, Karim Abed-Meraim
    Proc. of the 7th International Symposium on Signal Processing and its Applications (ISSPA), Paris, France, 2003.
  8. An EDS modelling tool for tracking and modifying musical signals
    Bertrand David, Gael Richard, Roland Badeau
    Proc. of Stockholm Music Acoustics Conference (SMAC), Stockholm, Sweden, 2003.

Journal Articles

  1. Synthèse de la parole à partir du texte
    Gael Richard, Olivier Cappé
    Techniques de l’Ingenieur, 2003.

2002

Conference Articles

  1. Non-stationary modeling techniques adapted to low bitrate audio coding
    Remy Boyer, Slim Essid, Nicolas Moreau
    Int. Conf. on Signal Processing (ICSP), Beijing, China, August 2002.
  2. Dynamic temporal segmentation in parametric non-stationary modeling for percussive musical signals
    Remy Boyer, Slim Essid, Nicolas Moreau
    IEEE International Conference on Multimedia and Expo (ICME), Lausane, Switzerland, August 2002.
  3. Transient modeling with a Frequency-Transform Subspace Algorithm and ”Transient + Sinusoidal” scheme
    Remy Boyer, Slim Essid
    IEEE Conference on Digital Signal Processing (DSP), Santorini, Greece, July 2002.
  4. Two-Pitch Estimation For Co-channel Speakers Separation
    Julie Rosier, Yves Grenier
    ICASSP, Orlando, USA, May 2002.
  5. Pitch Estimation for the Separation of Musical Sounds
    Julie Rosier, Yves Grenier
    112th AES Convention, Munich, RFA, May 2002.
  6. EDS parametric modeling and tracking of audio signals
    Roland Badeau, Rémy Boyer, Bertrand David
    Proc. of the 5th International Conference on Digital Audio Effects (DAFx), Hambourg, Germany, 2002.
  7. Sintrack analysis for tracking components of musical signals
    Bertrand David, Roland Badeau, Gael Richard
    Proc. of the Forum Acusticum, Séville, Spain, 2002.

2001

Conference Articles

  1. Exploration de techniques modernes de modélisation adaptées à du codage audio bas-débit
    Remy Boyer, Slim Essid, Nicolas Moreau
    7èmes Journées d’Etudes et d’Echanges : Compression et Représentation des Signaux Audiovisuels (CORESA), Dijon, France, October 2001.

patent

  1. Procédé et système de restitution sonore à effet spatial, et terminal de téléphone incorporant un tel système
    Gael Richard, Philip Lockwood, Francois Capman, Jérôme Boudy
    France, February 2001.
  2. Dispositif de saisie et restitution du son utilisant plusieurs capteurs
    Yves Grenier
    February 2001.

Journal Articles

  1. Annotation in the SpeechDat Projects
    Henk Van Den Heuvel, Louis Boves, Asuncion Moreno, Maurizio Omologo, Gael Richard, E Sanders
    International Journal of Speech Technology, 2001.